Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "99" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 87 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 83 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 0.00% | 0.022898 | -0.707572 | 2.492622 | -0.921193 | 0.083814 | 1.268081 | 1.460338 | -0.827531 | 0.7452 | 0.7793 | 0.2865 | 2.812991 | 2.923111 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 0.00% | 0.869791 | 0.668600 | 3.458911 | -0.577146 | 0.677787 | 1.006635 | 0.443037 | 1.410357 | 0.6838 | 0.6920 | 0.2859 | 1.568088 | 1.786628 |
| 2459592 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.606264 | 3.970952 | 41.364391 | 40.762106 | 31.257247 | 26.964215 | 0.476836 | 3.422304 | 0.6671 | 0.6934 | 0.4987 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.009585 | -0.015040 | 3.675240 | -0.949503 | -0.523877 | 2.064619 | -0.465313 | 0.394075 | 0.6360 | 0.6532 | 0.3990 | 1.591200 | 1.558568 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.027725 | 0.727394 | 3.638410 | -0.603507 | 3.439210 | 6.755737 | 0.469586 | 0.889514 | 0.6376 | 0.6605 | 0.3822 | 6.321106 | 6.032020 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.997088 | -0.327385 | 3.016811 | -0.027363 | 3.455788 | 1.856228 | 1.650241 | -0.237668 | 0.6706 | 0.6812 | 0.3111 | 1.606411 | 1.635332 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | -0.276147 | -0.571519 | 3.520782 | -1.119821 | 1.852416 | 2.069624 | 1.105013 | 1.022234 | 0.7274 | 0.7238 | 0.2545 | 2.836870 | 2.487607 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 5.642949 | 0.408731 | 5.641205 | -0.050021 | -1.598116 | 1.166576 | -4.675000 | 4.635800 | nan | nan | nan | 60.661840 | 53.639230 |
| 2459586 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.433338 | 0.703751 | 1.885476 | 2.772105 | 7.596187 | 5.121494 | 2.380271 | 2.599757 | 0.6242 | 0.6496 | 0.3795 | 4.192027 | 3.745501 |
| 2459585 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 36.698385 | 37.127383 | 16.511854 | 15.407151 | 6.099762 | 3.611157 | 3.416304 | 6.194821 | 0.5970 | 0.6152 | 0.3872 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.920273 | 8.457561 | 10.354146 | 1.942187 | 5.036496 | 2.178460 | 45.002033 | 46.622767 | 0.6063 | 0.6216 | 0.3901 | 0.877079 | 0.866507 |
| 2459583 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 294.598154 | 297.113279 | inf | inf | 11582.792213 | 11457.621117 | 6090.581087 | 6072.927806 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 19.46% | 0.00% | 0.659920 | 0.013192 | 1.981761 | 1.280922 | 0.529287 | 3.101719 | -0.320235 | 1.793036 | 0.6432 | 0.6569 | 0.4066 | 1.426496 | 1.428249 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.838428 | 0.141413 | 2.810583 | 1.375162 | 1.573784 | 4.763018 | 0.071048 | 5.175312 | 0.6452 | 0.6599 | 0.3995 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.384002 | 0.429024 | 3.138821 | 1.728893 | 3.184319 | 3.838957 | 1.719917 | 1.863632 | 0.6351 | 0.6538 | 0.4033 | 6.805378 | 5.869329 |
| 2459578 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.704370 | 4.719422 | 23.890341 | 20.436843 | 28.276676 | 47.844651 | 17.460356 | 36.462477 | 0.6868 | 0.7140 | 0.5098 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.189232 | -0.039372 | 1.944543 | 1.074469 | 1.557648 | 2.178242 | -0.665496 | 0.820144 | 0.6458 | 0.6616 | 0.3990 | 1.465470 | 1.420173 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.84% | 0.00% | 1.810746 | -0.368530 | 1.551462 | 1.428452 | 1.094925 | 1.578103 | -0.704323 | 0.616517 | 0.6630 | 0.6837 | 0.4032 | 1.483968 | 1.481810 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.083848 | 0.665606 | 1.357376 | 0.706194 | 1.162543 | 1.654587 | 1.246759 | 0.809613 | 0.7227 | 0.7353 | 0.3548 | 1.469526 | 1.426824 |
| 2459574 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459573 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 27.57% | 0.00% | 1.088377 | 0.153143 | 1.494906 | 0.932633 | 0.593521 | 1.296799 | -0.658271 | 0.671135 | 0.6629 | 0.6796 | 0.3982 | 1.387153 | 1.368006 |
| 2459571 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.391444 | 4.435830 | 25.670216 | 21.876084 | 81.792179 | 99.763546 | 23.683584 | 59.699041 | 0.6336 | 0.6765 | 0.4409 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.623185 | 0.026710 | 1.621679 | 0.980661 | 1.981544 | 1.047006 | 1.026609 | 1.208740 | 0.7360 | 0.7534 | 0.2505 | 1.907684 | 1.695746 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 2.754677 | -0.164679 | 2.205333 | 1.001635 | 2.552110 | 1.600388 | 0.068911 | 2.329929 | 0.6469 | 0.6636 | 0.4168 | 1.375403 | 1.349356 |
| 2459565 | digital_ok | 0.00% | - | - | - | 93.33% | 0.00% | 1.497506 | 1.497506 | 1.384981 | 1.384981 | 0.646299 | 0.646299 | 0.130033 | 0.130033 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 6.94% | 0.00% | -0.609761 | -1.607343 | -2.519390 | 0.330730 | 0.805122 | 0.592939 | -0.105684 | 0.824757 | 0.6702 | 0.6769 | 0.4168 | 1.358503 | 1.349700 |
| 2459563 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.626231 | 0.142335 | 1.942020 | -0.788957 | 0.647470 | 4.464373 | 0.587994 | 0.629439 | 0.6653 | 0.6776 | 0.4061 | 4.096514 | 3.576472 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.838516 | -1.052561 | -1.955085 | 0.964926 | -1.109771 | 0.033429 | -0.151027 | 1.081025 | 0.6650 | 0.6791 | 0.4065 | 1.481169 | 1.438400 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.489685 | -1.072016 | -2.052987 | 0.525442 | -0.773211 | -1.056587 | -0.240679 | 0.817155 | 0.6747 | 0.6888 | 0.4015 | 1.454851 | 1.408545 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 2.510522 | -0.778573 | -1.781861 | 0.648293 | -0.056489 | -0.788511 | 0.487409 | 0.859157 | 0.6601 | 0.6730 | 0.4203 | 1.470121 | 1.420657 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.91% | 0.00% | 3.632652 | -1.092138 | -1.995648 | 0.897959 | -0.430004 | -0.732770 | 0.309764 | 0.722210 | 0.6650 | 0.6794 | 0.3964 | 1.475592 | 1.420223 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 1.017052 | -0.388993 | 3.121382 | 0.864005 | 2.051020 | 1.905537 | 0.616492 | 1.141292 | 0.6651 | 0.6783 | 0.4075 | 1.468794 | 1.451017 |
| 2459556 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.852388 | 0.115105 | 3.335484 | 1.040608 | 4.059556 | 1.637709 | 2.023642 | 1.978941 | 0.6623 | 0.6794 | 0.3984 | 4.347819 | 3.422461 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6764 | 0.6854 | 0.4155 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6724 | 0.6826 | 0.4133 | nan | nan |
| 2459552 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.538639 | -1.119844 | -2.570934 | 0.887727 | -1.670277 | -0.434919 | 0.238453 | 1.100671 | 0.6690 | 0.6827 | 0.4027 | 1.484015 | 1.395964 |
| 2459550 | digital_ok | - | 28.01% | 28.01% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.4799 | 0.4870 | 0.3296 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.852012 | -0.292385 | 3.148369 | 0.834330 | 0.742674 | 3.482537 | -0.432600 | 1.319686 | 0.6641 | 0.6790 | 0.4185 | 1.359904 | 1.394794 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 2.966187 | 0.065180 | 3.635846 | 1.734982 | 1.149408 | 0.120734 | 0.911297 | 1.953054 | 0.7247 | 0.7347 | 0.3667 | 1.462902 | 1.370277 |
| 2459541 | digital_ok | 100.00% | 1.34% | 1.79% | 0.00% | 100.00% | 0.00% | 0.438640 | -0.405350 | 4.490977 | 1.497257 | 2.510751 | 1.339065 | 1.679684 | 1.505778 | 0.7160 | 0.7222 | 0.3453 | 5.183275 | 4.120382 |
| 2459540 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.315712 | -0.609095 | -1.686147 | 0.267326 | -2.567509 | 4.313318 | -0.580263 | 0.440212 | 0.7359 | 0.7324 | 0.3522 | 3.576252 | 2.969996 |
| 2459536 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459535 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.198803 | -0.603787 | -1.770190 | 0.162858 | -1.743437 | 4.830880 | -0.220350 | 0.317585 | 0.7729 | 0.7581 | 0.3674 | 3.851508 | 3.146771 |
| 2459534 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 1.318917 | 0.437150 | 3.416356 | -0.337379 | 2.494022 | 3.228680 | 0.217222 | 1.407566 | 0.6975 | 0.7017 | 0.4134 | 1.495055 | 1.404393 |
| 2459532 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.118528 | 1.011050 | 4.520206 | 0.585635 | 2.766849 | 3.421976 | 0.341876 | 2.197842 | 0.6998 | 0.7008 | 0.4077 | 3.093234 | 2.605261 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.73% | 0.00% | -0.541222 | -0.711609 | -1.979009 | 0.340615 | -1.185016 | -0.009158 | 0.200611 | 0.003120 | 0.6931 | 0.7066 | 0.4253 | 1.393769 | 1.360764 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.531345 | 0.328633 | 3.794286 | -0.347298 | 7.419683 | 2.030177 | -0.390850 | -0.236481 | 0.9060 | 0.9356 | 0.3086 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 0.376456 | 4.643047 | 4.794730 | 0.277339 | 0.806111 | 1.642925 | -0.891272 | 3.381100 | nan | nan | nan | 4.944730 | 4.183564 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.906723 | 2.184897 | 5.111841 | 0.717389 | -0.082739 | 1.624249 | 0.390229 | 0.322928 | 0.6327 | 0.7012 | 0.3839 | 3.580594 | 4.870499 |
| 2459513 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.294203 | 5.795757 | 24.743354 | 22.135945 | 20.057761 | 50.502444 | 11.106667 | 22.937564 | 0.8320 | 0.8700 | 0.3031 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 1.664946 | 0.201592 | 2.537254 | -0.952800 | 3.727499 | 0.320880 | 1.817768 | 1.377105 | 0.9149 | 0.9577 | 0.1667 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.147447 | 0.332875 | 4.258276 | 2.188127 | 2.086020 | 3.282237 | 0.713048 | 2.714513 | 0.8705 | 0.8484 | 0.2238 | 7.744719 | 9.042835 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.118163 | -0.226474 | 4.157974 | 0.683805 | 7.305009 | 3.921782 | 1.809688 | 0.345148 | 0.8699 | 0.8649 | 0.4302 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.124962 | 0.196440 | 4.042635 | -0.864751 | 5.961464 | 4.097209 | -0.322668 | -0.513355 | 0.8470 | 0.8861 | 0.3896 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.873220 | 0.349198 | 3.000749 | -0.579794 | 5.256830 | -1.024913 | -0.110062 | 0.557897 | 0.8519 | 0.8813 | 0.3784 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.785099 | -0.459127 | 3.592116 | -1.133992 | 4.901077 | -0.822876 | 1.554126 | 0.143059 | 0.8910 | 0.9446 | 0.1756 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.780388 | -0.121453 | 3.415880 | -0.903536 | 4.789175 | -0.647010 | 0.510747 | 0.790160 | 0.8610 | 0.8812 | 0.4103 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.343387 | -0.369642 | 3.863011 | -0.770031 | 6.115652 | -0.157565 | 1.188759 | 0.200152 | 0.8951 | 0.9297 | 0.3338 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.408540 | -0.611705 | 3.283690 | -0.653495 | 4.973324 | 0.088755 | -0.037881 | -0.276674 | 0.0812 | 0.0638 | 0.0043 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.238487 | -0.637584 | 2.879943 | -0.776059 | 3.824553 | -0.314058 | 0.437685 | -0.043226 | 0.0832 | 0.0592 | 0.0041 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.318176 | 0.231242 | 3.135090 | -0.863863 | 4.821979 | -0.854568 | 6.519293 | 0.370738 | 0.0824 | 0.0569 | 0.0035 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.607012 | 0.521214 | 6.255135 | 0.961150 | 7.140664 | 5.424716 | 14.175896 | 2.468722 | 0.0550 | 0.0590 | 0.0045 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.610519 | -0.408668 | 5.877790 | 2.632286 | 6.392771 | 4.490349 | 3.812337 | 3.929922 | 0.0719 | 0.0610 | 0.0033 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.099514 | 0.766090 | 5.858523 | 2.670313 | 3.973975 | 3.328782 | 3.884459 | 8.557784 | 0.0788 | 0.0631 | 0.0047 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.490539 | 0.363215 | 5.591009 | 1.870784 | 4.741233 | 6.934939 | 1.607361 | 1.296977 | 0.0762 | 0.0623 | 0.0037 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.357469 | 0.613195 | 5.040500 | 0.758186 | 3.730754 | 4.689940 | 4.567932 | 8.163535 | 0.0641 | 0.0636 | 0.0047 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 2.587270 | 0.190520 | -0.361946 | 1.127703 | 0.667795 | 2.587270 | 0.256804 | -0.166289 | -0.170123 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 3.334505 | 1.133879 | 0.535058 | 1.389958 | 1.032973 | 3.334505 | 1.295794 | 0.378822 | 0.253215 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 3.699041 | 0.239922 | 1.843770 | 0.085839 | 1.889602 | 3.699041 | 1.778840 | -0.534157 | 0.072431 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 2.731955 | 0.343456 | 0.476755 | 0.994805 | 2.373487 | 2.731955 | -0.547927 | 0.029593 | -0.674334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Power | 2.375693 | -0.020398 | -0.281224 | 2.151539 | 2.375693 | 0.072568 | -0.336092 | 0.676424 | -0.146735 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Power | 2.077825 | 1.665877 | 0.115472 | 2.060437 | 2.077825 | -0.417512 | 0.477516 | -0.343128 | 0.750655 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 2.109575 | -0.486380 | 0.826738 | 2.109575 | 0.284978 | -0.952851 | 0.744010 | -0.473655 | -0.226665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 2.937537 | 0.232567 | 0.448831 | 0.312150 | 2.937537 | 2.908422 | 0.702625 | -0.390588 | -0.172036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 7.263410 | 7.263410 | 0.776163 | 2.577150 | -0.342688 | 1.487230 | 1.877063 | 0.238928 | 1.428816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 3.408888 | 0.817033 | 3.408888 | -0.862457 | 3.097645 | 1.390589 | 1.639017 | 0.217287 | -0.015878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Power | inf | 315.217009 | 315.174196 | inf | inf | 51.688267 | 33.459551 | 492.094336 | 175.440003 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 2.269102 | 0.516344 | 0.411735 | -0.044094 | 1.988322 | 0.247441 | 2.269102 | -0.340210 | 1.541844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 2.492622 | 0.022898 | -0.707572 | 2.492622 | -0.921193 | 0.083814 | 1.268081 | 1.460338 | -0.827531 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 3.458911 | 0.869791 | 0.668600 | 3.458911 | -0.577146 | 0.677787 | 1.006635 | 0.443037 | 1.410357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 41.364391 | 3.970952 | 3.606264 | 40.762106 | 41.364391 | 26.964215 | 31.257247 | 3.422304 | 0.476836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 3.675240 | -0.015040 | 1.009585 | -0.949503 | 3.675240 | 2.064619 | -0.523877 | 0.394075 | -0.465313 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 7.027725 | 7.027725 | 0.727394 | 3.638410 | -0.603507 | 3.439210 | 6.755737 | 0.469586 | 0.889514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 3.455788 | -0.327385 | 0.997088 | -0.027363 | 3.016811 | 1.856228 | 3.455788 | -0.237668 | 1.650241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 3.520782 | -0.276147 | -0.571519 | 3.520782 | -1.119821 | 1.852416 | 2.069624 | 1.105013 | 1.022234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 5.642949 | 0.408731 | 5.642949 | -0.050021 | 5.641205 | 1.166576 | -1.598116 | 4.635800 | -4.675000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 7.596187 | 4.433338 | 0.703751 | 1.885476 | 2.772105 | 7.596187 | 5.121494 | 2.380271 | 2.599757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | 37.127383 | 36.698385 | 37.127383 | 16.511854 | 15.407151 | 6.099762 | 3.611157 | 3.416304 | 6.194821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 46.622767 | 10.920273 | 8.457561 | 10.354146 | 1.942187 | 5.036496 | 2.178460 | 45.002033 | 46.622767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Power | inf | 297.113279 | 294.598154 | inf | inf | 11457.621117 | 11582.792213 | 6072.927806 | 6090.581087 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 3.101719 | 0.659920 | 0.013192 | 1.981761 | 1.280922 | 0.529287 | 3.101719 | -0.320235 | 1.793036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 5.175312 | 0.141413 | 0.838428 | 1.375162 | 2.810583 | 4.763018 | 1.573784 | 5.175312 | 0.071048 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 5.384002 | 5.384002 | 0.429024 | 3.138821 | 1.728893 | 3.184319 | 3.838957 | 1.719917 | 1.863632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 47.844651 | 5.704370 | 4.719422 | 23.890341 | 20.436843 | 28.276676 | 47.844651 | 17.460356 | 36.462477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 2.178242 | -0.039372 | 0.189232 | 1.074469 | 1.944543 | 2.178242 | 1.557648 | 0.820144 | -0.665496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 1.810746 | -0.368530 | 1.810746 | 1.428452 | 1.551462 | 1.578103 | 1.094925 | 0.616517 | -0.704323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 1.654587 | 0.665606 | -0.083848 | 0.706194 | 1.357376 | 1.654587 | 1.162543 | 0.809613 | 1.246759 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 1.494906 | 0.153143 | 1.088377 | 0.932633 | 1.494906 | 1.296799 | 0.593521 | 0.671135 | -0.658271 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 99.763546 | 4.435830 | 4.391444 | 21.876084 | 25.670216 | 99.763546 | 81.792179 | 59.699041 | 23.683584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 1.981544 | 0.026710 | 0.623185 | 0.980661 | 1.621679 | 1.047006 | 1.981544 | 1.208740 | 1.026609 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 2.754677 | -0.164679 | 2.754677 | 1.001635 | 2.205333 | 1.600388 | 2.552110 | 2.329929 | 0.068911 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | 1.497506 | 1.497506 | 1.497506 | 1.384981 | 1.384981 | 0.646299 | 0.646299 | 0.130033 | 0.130033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 0.824757 | -0.609761 | -1.607343 | -2.519390 | 0.330730 | 0.805122 | 0.592939 | -0.105684 | 0.824757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 5.626231 | 5.626231 | 0.142335 | 1.942020 | -0.788957 | 0.647470 | 4.464373 | 0.587994 | 0.629439 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 1.081025 | -1.838516 | -1.052561 | -1.955085 | 0.964926 | -1.109771 | 0.033429 | -0.151027 | 1.081025 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 0.817155 | -1.489685 | -1.072016 | -2.052987 | 0.525442 | -0.773211 | -1.056587 | -0.240679 | 0.817155 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 2.510522 | 2.510522 | -0.778573 | -1.781861 | 0.648293 | -0.056489 | -0.788511 | 0.487409 | 0.859157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 3.632652 | 3.632652 | -1.092138 | -1.995648 | 0.897959 | -0.430004 | -0.732770 | 0.309764 | 0.722210 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 3.121382 | -0.388993 | 1.017052 | 0.864005 | 3.121382 | 1.905537 | 2.051020 | 1.141292 | 0.616492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 6.852388 | 0.115105 | 6.852388 | 1.040608 | 3.335484 | 1.637709 | 4.059556 | 1.978941 | 2.023642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 1.100671 | -1.119844 | -1.538639 | 0.887727 | -2.570934 | -0.434919 | -1.670277 | 1.100671 | 0.238453 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 3.482537 | 0.852012 | -0.292385 | 3.148369 | 0.834330 | 0.742674 | 3.482537 | -0.432600 | 1.319686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 3.635846 | 0.065180 | 2.966187 | 1.734982 | 3.635846 | 0.120734 | 1.149408 | 1.953054 | 0.911297 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 4.490977 | -0.405350 | 0.438640 | 1.497257 | 4.490977 | 1.339065 | 2.510751 | 1.505778 | 1.679684 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 4.313318 | -0.609095 | -0.315712 | 0.267326 | -1.686147 | 4.313318 | -2.567509 | 0.440212 | -0.580263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 4.830880 | 0.198803 | -0.603787 | -1.770190 | 0.162858 | -1.743437 | 4.830880 | -0.220350 | 0.317585 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 3.416356 | 1.318917 | 0.437150 | 3.416356 | -0.337379 | 2.494022 | 3.228680 | 0.217222 | 1.407566 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Shape | 7.118528 | 7.118528 | 1.011050 | 4.520206 | 0.585635 | 2.766849 | 3.421976 | 0.341876 | 2.197842 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Power | 0.340615 | -0.711609 | -0.541222 | 0.340615 | -1.979009 | -0.009158 | -1.185016 | 0.003120 | 0.200611 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 7.419683 | 0.531345 | 0.328633 | 3.794286 | -0.347298 | 7.419683 | 2.030177 | -0.390850 | -0.236481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 4.794730 | 0.376456 | 4.643047 | 4.794730 | 0.277339 | 0.806111 | 1.642925 | -0.891272 | 3.381100 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 5.111841 | 2.184897 | 0.906723 | 0.717389 | 5.111841 | 1.624249 | -0.082739 | 0.322928 | 0.390229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 50.502444 | 5.795757 | 5.294203 | 22.135945 | 24.743354 | 50.502444 | 20.057761 | 22.937564 | 11.106667 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 3.727499 | 0.201592 | 1.664946 | -0.952800 | 2.537254 | 0.320880 | 3.727499 | 1.377105 | 1.817768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 5.768193 | 1.456564 | 0.138598 | 4.047549 | 0.340307 | 5.768193 | 2.689089 | 3.375810 | 0.522610 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Power | 4.258276 | 0.332875 | 2.147447 | 2.188127 | 4.258276 | 3.282237 | 2.086020 | 2.714513 | 0.713048 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 7.305009 | 3.118163 | -0.226474 | 4.157974 | 0.683805 | 7.305009 | 3.921782 | 1.809688 | 0.345148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 5.961464 | 3.124962 | 0.196440 | 4.042635 | -0.864751 | 5.961464 | 4.097209 | -0.322668 | -0.513355 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 5.256830 | 2.873220 | 0.349198 | 3.000749 | -0.579794 | 5.256830 | -1.024913 | -0.110062 | 0.557897 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 4.901077 | -0.459127 | 2.785099 | -1.133992 | 3.592116 | -0.822876 | 4.901077 | 0.143059 | 1.554126 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 4.789175 | 3.780388 | -0.121453 | 3.415880 | -0.903536 | 4.789175 | -0.647010 | 0.510747 | 0.790160 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 6.115652 | -0.369642 | 5.343387 | -0.770031 | 3.863011 | -0.157565 | 6.115652 | 0.200152 | 1.188759 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 4.973324 | 4.408540 | -0.611705 | 3.283690 | -0.653495 | 4.973324 | 0.088755 | -0.037881 | -0.276674 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 3.824553 | 3.238487 | -0.637584 | 2.879943 | -0.776059 | 3.824553 | -0.314058 | 0.437685 | -0.043226 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Discontinuties | 6.519293 | 0.231242 | 3.318176 | -0.863863 | 3.135090 | -0.854568 | 4.821979 | 0.370738 | 6.519293 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Discontinuties | 14.175896 | 0.521214 | 3.607012 | 0.961150 | 6.255135 | 5.424716 | 7.140664 | 2.468722 | 14.175896 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | ee Temporal Variability | 6.392771 | 1.610519 | -0.408668 | 5.877790 | 2.632286 | 6.392771 | 4.490349 | 3.812337 | 3.929922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 8.557784 | 0.766090 | 3.099514 | 2.670313 | 5.858523 | 3.328782 | 3.973975 | 8.557784 | 3.884459 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Variability | 6.934939 | 2.490539 | 0.363215 | 5.591009 | 1.870784 | 4.741233 | 6.934939 | 1.607361 | 1.296977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99 | 7 | digital_ok | nn Temporal Discontinuties | 8.163535 | 1.357469 | 0.613195 | 5.040500 | 0.758186 | 3.730754 | 4.689940 | 4.567932 | 8.163535 |